Are Mixin class __init__ functions not automatically called?

I'd like to use a Mixin to always add some init functionality to my child classes which each inherit from different API base classes. Specifically, I'd like to make multiple different child classes that inherit from one of these different API-supplied base classes and the one Mixin, which will always have the Mixin initialization code executed in the same way, without code replication. However, it seems that the __init__ function of the Mixin class never gets called unless I explicitly call it in the Child class's __init__ function, which is less than ideal. I've built up a simple test case:

Is there a way to do this (have an init function in a Mixin get called) without writing every child class to explicitly invoke the Mixin's init function? (i.e., without having to do something like this in every class:)

Btw, if all my child classes were inheriting from same base class, I realize I could create a new middle class that inherits from the base class and the mixin and keep it DRY that way. However, they inherit from different base classes with common functionality. (Django Field classes, to be precise).

The pattern @Ignacio is talking about is called cooperative multiple inheritance, and it's great. But if a base class isn't interested in cooperating, make it the second base, and your mixin the first. The mixin's __init__() (and anything else it defines) will be checked before the base class, following Python's MRO.

This should solve the general question, though I'm not sure it handles your specific use. Base classes with custom metaclasses (like Django models) or with strange decorators (like @martineau's answer ;) can do crazy things.